7-STEP PYTORCH LABNLP sentence sentiment classification
Rotten Tomatoes PyTorch pipeline — 7 Steps
Perform sentence-level film critic sentiment analysis with PyTorch: token sequence padding, Bidirectional GRU with attention pooling, BCEWithLogitsLoss, and validation checkpointing.
- 01 Data ingestion & EDA
- 02 Preprocessing without leakage
- 03 TensorDataset & DataLoader
- 04 nn.Module architecture
- 05 Loss function & optimizer
- 06 Training loop & backprop
- 07 Eval, metrics & checkpoint
Loading Rotten Tomatoes Critic Reviews 7-step PyTorch pipeline lab...